Published onNovember 6, 2025Build AI Agents with Strands: Multi-Agent Orchestration Architecture (Part 1)ai-agentsmulti-agent-systemsstrands-agentsllmgenaiLearn how to build production-ready AI agents using multi-agent orchestration. Part 1 of the Deep Agents series explores why shallow agents fail and how specialized sub-agents enable scalable AI systems.